Rockfish Historical Harvest Estimates

This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.

Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

• Model: LB_fit_3pH

• Model Run: Gen4int_indcomp_swhsR_FULL_pHB4pars_re0d_thru2024_4e+05_2025-10-23 (Naming convention: modelname_thruYEAR_iters_rundate)

• Proportion of parmaters converged (Rhat <= 1.1): 0.992

• See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 20.- Residuals from logbook harvests.

SWHS residuals

Figure 21.- Residuals from SWHS harvests.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 23.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.3549488

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.17 while 0.83 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.450	0.449	0.184	0.708	1.062	0.136	0.007	CSEO
p_pelagic	11	1	2	0.383	0.378	0.144	0.641	1.057	0.129	0.039	CSEO
p_pelagic	11	10	1	0.455	0.452	0.199	0.716	1.047	0.134	0.022	CSEO
p_pelagic	11	10	2	0.387	0.379	0.157	0.643	1.054	0.128	0.063	CSEO
p_pelagic	11	11	1	0.452	0.451	0.202	0.714	1.045	0.133	0.008	CSEO
p_pelagic	11	11	2	0.386	0.382	0.162	0.651	1.050	0.126	0.032	CSEO
p_pelagic	11	12	1	0.449	0.447	0.202	0.710	1.056	0.132	0.015	CSEO
p_pelagic	11	12	2	0.387	0.380	0.165	0.639	1.040	0.125	0.056	CSEO
p_pelagic	11	13	1	0.451	0.447	0.210	0.705	1.052	0.131	0.031	CSEO
p_pelagic	11	13	2	0.388	0.382	0.163	0.654	1.053	0.127	0.047	CSEO
p_pelagic	11	14	1	0.466	0.466	0.220	0.712	1.063	0.129	0.000	CSEO
p_pelagic	11	14	2	0.389	0.384	0.161	0.646	1.049	0.126	0.040	CSEO
p_pelagic	11	15	1	0.419	0.413	0.180	0.684	1.058	0.130	0.046	CSEO
p_pelagic	11	15	2	0.381	0.375	0.163	0.632	1.041	0.124	0.048	CSEO
p_pelagic	11	16	1	0.474	0.474	0.241	0.721	1.044	0.124	0.000	CSEO
p_pelagic	11	16	2	0.392	0.389	0.163	0.652	1.055	0.125	0.024	CSEO
p_pelagic	11	17	1	0.460	0.457	0.227	0.701	1.057	0.124	0.024	CSEO
p_pelagic	11	17	2	0.390	0.381	0.168	0.639	1.029	0.124	0.073	CSEO
p_pelagic	11	18	1	0.462	0.458	0.228	0.715	1.029	0.125	0.032	CSEO
p_pelagic	11	18	2	0.391	0.383	0.174	0.648	1.033	0.123	0.065	CSEO
p_pelagic	11	19	1	0.473	0.471	0.245	0.707	1.035	0.123	0.016	CSEO
p_pelagic	11	19	2	0.394	0.388	0.169	0.660	1.030	0.128	0.047	CSEO
p_pelagic	11	2	1	0.451	0.445	0.200	0.710	1.066	0.134	0.045	CSEO
p_pelagic	11	2	2	0.386	0.378	0.151	0.658	1.048	0.132	0.060	CSEO
p_pelagic	11	20	1	0.471	0.471	0.247	0.708	1.018	0.120	0.000	CSEO
p_pelagic	11	20	2	0.396	0.391	0.180	0.646	1.027	0.122	0.041	CSEO
p_pelagic	11	21	1	0.474	0.473	0.249	0.724	1.040	0.122	0.008	CSEO
p_pelagic	11	21	2	0.398	0.392	0.182	0.653	1.014	0.122	0.049	CSEO
p_pelagic	11	22	2	0.402	0.395	0.183	0.658	1.022	0.124	0.057	CSEO
p_pelagic	11	23	2	0.439	0.437	0.214	0.687	1.010	0.122	0.016	CSEO
p_pelagic	11	3	1	0.446	0.445	0.191	0.706	1.055	0.133	0.008	CSEO
p_pelagic	11	3	2	0.383	0.381	0.155	0.650	1.050	0.128	0.016	CSEO
p_pelagic	11	4	1	0.452	0.451	0.204	0.710	1.061	0.132	0.008	CSEO
p_pelagic	11	4	2	0.386	0.380	0.152	0.656	1.062	0.130	0.046	CSEO
p_pelagic	11	5	1	0.453	0.454	0.204	0.708	1.042	0.132	-0.008	CSEO
p_pelagic	11	5	2	0.382	0.378	0.155	0.641	1.070	0.129	0.031	CSEO
p_pelagic	11	6	1	0.447	0.446	0.201	0.704	1.066	0.132	0.008	CSEO
p_pelagic	11	6	2	0.381	0.377	0.157	0.630	1.069	0.124	0.032	CSEO
p_pelagic	11	7	1	0.452	0.449	0.208	0.704	1.066	0.131	0.023	CSEO
p_pelagic	11	7	2	0.385	0.380	0.152	0.644	1.067	0.129	0.039	CSEO
p_pelagic	11	8	1	0.450	0.452	0.198	0.710	1.051	0.132	-0.015	CSEO
p_pelagic	11	8	2	0.386	0.379	0.158	0.646	1.063	0.127	0.055	CSEO
p_pelagic	11	9	1	0.451	0.451	0.206	0.718	1.070	0.132	0.000	CSEO
p_pelagic	11	9	2	0.386	0.382	0.158	0.655	1.065	0.129	0.031	CSEO
p_dsr	12	18	2	0.883	0.904	0.672	0.976	1.011	0.080	-0.262	EWYKT
p_pelagic	13	1	1	0.342	0.326	0.128	0.642	1.225	0.135	0.118	NSEI
p_pelagic	13	1	2	0.149	0.132	0.040	0.356	1.241	0.082	0.206	NSEI
p_pelagic	13	10	1	0.355	0.339	0.140	0.649	1.191	0.132	0.121	NSEI
p_pelagic	13	10	2	0.155	0.139	0.045	0.352	1.193	0.081	0.196	NSEI
p_pelagic	13	11	1	0.355	0.343	0.132	0.635	1.164	0.133	0.090	NSEI
p_pelagic	13	11	2	0.158	0.140	0.048	0.368	1.179	0.084	0.215	NSEI
p_pelagic	13	12	1	0.361	0.349	0.144	0.645	1.168	0.132	0.091	NSEI
p_pelagic	13	12	2	0.155	0.139	0.048	0.359	1.177	0.079	0.203	NSEI
p_pelagic	13	13	1	0.364	0.354	0.143	0.640	1.165	0.132	0.076	NSEI
p_pelagic	13	13	2	0.160	0.143	0.049	0.366	1.153	0.082	0.207	NSEI
p_pelagic	13	14	1	0.349	0.336	0.149	0.614	1.116	0.126	0.103	NSEI
p_pelagic	13	14	2	0.159	0.144	0.052	0.346	1.122	0.078	0.192	NSEI
p_pelagic	13	15	1	0.317	0.304	0.126	0.593	1.141	0.121	0.107	NSEI
p_pelagic	13	15	2	0.148	0.134	0.047	0.323	1.140	0.072	0.194	NSEI
p_pelagic	13	16	1	0.357	0.345	0.149	0.623	1.125	0.125	0.096	NSEI
p_pelagic	13	16	2	0.163	0.148	0.052	0.358	1.096	0.079	0.191	NSEI
p_pelagic	13	17	1	0.367	0.354	0.159	0.634	1.117	0.123	0.106	NSEI
p_pelagic	13	17	2	0.166	0.151	0.056	0.357	1.102	0.079	0.190	NSEI
p_pelagic	13	18	1	0.378	0.368	0.166	0.650	1.086	0.126	0.080	NSEI
p_pelagic	13	18	2	0.172	0.158	0.060	0.376	1.103	0.082	0.171	NSEI
p_pelagic	13	19	1	0.371	0.360	0.167	0.627	1.070	0.122	0.090	NSEI
p_pelagic	13	19	2	0.172	0.159	0.061	0.353	1.088	0.076	0.170	NSEI
p_pelagic	13	2	1	0.345	0.333	0.124	0.631	1.212	0.136	0.088	NSEI
p_pelagic	13	2	2	0.150	0.132	0.042	0.361	1.201	0.083	0.217	NSEI
p_pelagic	13	20	1	0.384	0.373	0.169	0.642	1.060	0.123	0.089	NSEI
p_pelagic	13	20	2	0.177	0.165	0.062	0.369	1.076	0.079	0.152	NSEI
p_pelagic	13	21	1	0.399	0.389	0.190	0.653	1.052	0.120	0.083	NSEI
p_pelagic	13	21	2	0.189	0.176	0.065	0.382	1.036	0.083	0.157	NSEI
p_pelagic	13	22	2	0.187	0.176	0.069	0.377	1.042	0.080	0.137	NSEI
p_pelagic	13	23	2	0.116	0.106	0.043	0.247	1.015	0.052	0.193	NSEI
p_pelagic	13	3	1	0.346	0.332	0.126	0.647	1.211	0.136	0.103	NSEI
p_pelagic	13	3	2	0.148	0.132	0.044	0.355	1.242	0.081	0.198	NSEI
p_pelagic	13	4	1	0.345	0.328	0.130	0.627	1.176	0.133	0.128	NSEI
p_pelagic	13	4	2	0.149	0.132	0.043	0.356	1.197	0.082	0.209	NSEI
p_pelagic	13	5	1	0.347	0.330	0.130	0.646	1.207	0.138	0.123	NSEI
p_pelagic	13	5	2	0.150	0.132	0.044	0.358	1.237	0.081	0.222	NSEI
p_pelagic	13	6	1	0.348	0.335	0.125	0.638	1.182	0.135	0.096	NSEI
p_pelagic	13	6	2	0.151	0.133	0.045	0.353	1.195	0.080	0.224	NSEI
p_pelagic	13	7	1	0.349	0.333	0.136	0.650	1.198	0.134	0.119	NSEI
p_pelagic	13	7	2	0.152	0.135	0.043	0.349	1.175	0.080	0.211	NSEI
p_pelagic	13	8	1	0.351	0.338	0.139	0.633	1.184	0.132	0.099	NSEI
p_pelagic	13	8	2	0.152	0.133	0.046	0.361	1.216	0.082	0.233	NSEI
p_pelagic	13	9	1	0.352	0.337	0.134	0.631	1.174	0.131	0.114	NSEI
p_pelagic	13	9	2	0.154	0.138	0.046	0.349	1.229	0.080	0.199	NSEI
p_slope	14	19	2	0.072	0.053	0.009	0.256	1.020	0.066	0.288	NSEO
p_pelagic	14	3	1	0.430	0.428	0.203	0.680	1.010	0.125	0.016	NSEO
p_pelagic	15	1	1	0.434	0.433	0.207	0.673	1.011	0.123	0.008	SSEI
p_pelagic	15	1	2	0.185	0.175	0.063	0.374	1.020	0.079	0.127	SSEI
p_pelagic	15	10	1	0.434	0.434	0.205	0.673	1.015	0.123	0.000	SSEI
p_pelagic	15	11	1	0.435	0.431	0.201	0.684	1.015	0.125	0.032	SSEI
p_pelagic	15	12	1	0.435	0.433	0.210	0.680	1.016	0.121	0.016	SSEI
p_pelagic	15	13	1	0.437	0.434	0.203	0.680	1.014	0.124	0.024	SSEI
p_pelagic	15	14	1	0.440	0.439	0.209	0.679	1.028	0.123	0.008	SSEI
p_pelagic	15	14	2	0.185	0.174	0.067	0.366	1.014	0.077	0.143	SSEI
p_pelagic	15	15	1	0.418	0.413	0.199	0.662	1.017	0.120	0.042	SSEI
p_pelagic	15	15	2	0.176	0.166	0.060	0.356	1.015	0.075	0.132	SSEI
p_pelagic	15	16	1	0.432	0.430	0.198	0.681	1.019	0.124	0.016	SSEI
p_pelagic	15	17	1	0.444	0.437	0.219	0.684	1.012	0.122	0.057	SSEI
p_pelagic	15	18	1	0.437	0.437	0.212	0.677	1.024	0.122	0.000	SSEI
p_pelagic	15	19	1	0.434	0.430	0.210	0.679	1.010	0.122	0.033	SSEI
p_pelagic	15	19	2	0.187	0.175	0.070	0.378	1.014	0.078	0.153	SSEI
p_pelagic	15	2	1	0.437	0.435	0.208	0.675	1.014	0.122	0.016	SSEI
p_pelagic	15	2	2	0.185	0.174	0.065	0.373	1.014	0.079	0.139	SSEI
p_pelagic	15	20	2	0.187	0.177	0.070	0.372	1.010	0.078	0.128	SSEI
p_pelagic	15	3	1	0.437	0.434	0.194	0.680	1.017	0.124	0.024	SSEI
p_pelagic	15	3	2	0.184	0.174	0.066	0.370	1.011	0.078	0.128	SSEI
p_pelagic	15	4	1	0.433	0.429	0.198	0.686	1.014	0.127	0.032	SSEI
p_pelagic	15	5	1	0.438	0.438	0.204	0.685	1.023	0.124	0.000	SSEI
p_pelagic	15	5	2	0.184	0.172	0.064	0.370	1.014	0.080	0.150	SSEI
p_pelagic	15	6	1	0.435	0.434	0.206	0.673	1.012	0.122	0.008	SSEI
p_pelagic	15	6	2	0.185	0.173	0.067	0.365	1.011	0.079	0.152	SSEI
p_pelagic	15	7	1	0.433	0.429	0.198	0.683	1.020	0.125	0.032	SSEI
p_pelagic	15	8	1	0.435	0.432	0.207	0.678	1.013	0.124	0.024	SSEI
p_pelagic	15	8	2	0.185	0.173	0.066	0.379	1.011	0.080	0.150	SSEI
p_pelagic	15	9	2	0.185	0.171	0.066	0.363	1.016	0.078	0.180	SSEI
p_pelagic	16	1	1	0.401	0.397	0.153	0.672	1.127	0.140	0.029	SSEO
p_pelagic	16	1	2	0.379	0.375	0.135	0.657	1.116	0.138	0.029	SSEO
p_pelagic	16	10	1	0.407	0.402	0.158	0.685	1.093	0.139	0.036	SSEO
p_pelagic	16	10	2	0.381	0.373	0.150	0.659	1.101	0.134	0.060	SSEO
p_pelagic	16	11	1	0.404	0.398	0.162	0.674	1.104	0.135	0.044	SSEO
p_pelagic	16	11	2	0.384	0.375	0.142	0.667	1.099	0.137	0.066	SSEO
p_pelagic	16	12	1	0.404	0.400	0.162	0.677	1.068	0.137	0.029	SSEO
p_pelagic	16	12	2	0.383	0.378	0.151	0.664	1.112	0.134	0.037	SSEO
p_pelagic	16	13	1	0.407	0.404	0.161	0.668	1.094	0.137	0.022	SSEO
p_pelagic	16	13	2	0.387	0.381	0.147	0.663	1.080	0.136	0.044	SSEO
p_pelagic	16	14	1	0.395	0.388	0.164	0.674	1.096	0.133	0.053	SSEO
p_pelagic	16	14	2	0.382	0.372	0.155	0.644	1.081	0.130	0.077	SSEO
p_pelagic	16	15	1	0.403	0.394	0.166	0.686	1.089	0.136	0.066	SSEO
p_pelagic	16	15	2	0.385	0.379	0.155	0.660	1.055	0.133	0.045	SSEO
p_pelagic	16	16	1	0.392	0.383	0.165	0.664	1.076	0.131	0.069	SSEO
p_pelagic	16	16	2	0.387	0.379	0.160	0.653	1.076	0.129	0.062	SSEO
p_pelagic	16	17	1	0.451	0.450	0.213	0.692	1.058	0.127	0.008	SSEO
p_pelagic	16	17	2	0.403	0.396	0.172	0.676	1.079	0.133	0.053	SSEO
p_pelagic	16	18	1	0.429	0.423	0.196	0.686	1.075	0.128	0.047	SSEO
p_pelagic	16	18	2	0.401	0.395	0.169	0.657	1.048	0.129	0.047	SSEO
p_pelagic	16	19	1	0.420	0.415	0.191	0.681	1.065	0.128	0.039	SSEO
p_pelagic	16	19	2	0.405	0.398	0.174	0.669	1.045	0.130	0.054	SSEO
p_pelagic	16	2	1	0.400	0.393	0.153	0.677	1.105	0.138	0.051	SSEO
p_pelagic	16	2	2	0.376	0.367	0.137	0.653	1.136	0.138	0.065	SSEO
p_pelagic	16	20	1	0.428	0.423	0.196	0.683	1.048	0.128	0.039	SSEO
p_pelagic	16	20	2	0.398	0.389	0.177	0.654	1.060	0.127	0.071	SSEO
p_slope	16	20	1	0.087	0.066	0.013	0.291	1.017	0.073	0.288	SSEO
p_pelagic	16	21	1	0.404	0.396	0.193	0.656	1.026	0.121	0.066	SSEO
p_pelagic	16	21	2	0.398	0.391	0.176	0.659	1.038	0.127	0.055	SSEO
p_pelagic	16	22	2	0.410	0.405	0.182	0.661	1.030	0.127	0.039	SSEO
p_pelagic	16	23	2	0.317	0.304	0.131	0.558	1.012	0.112	0.116	SSEO
p_pelagic	16	3	1	0.401	0.397	0.157	0.683	1.101	0.137	0.029	SSEO
p_pelagic	16	3	2	0.378	0.367	0.137	0.649	1.095	0.135	0.081	SSEO
p_pelagic	16	4	1	0.402	0.393	0.159	0.689	1.093	0.141	0.064	SSEO
p_pelagic	16	4	2	0.377	0.376	0.141	0.654	1.099	0.135	0.007	SSEO
p_pelagic	16	42	1	0.832	0.832	0.826	0.839	1.126	0.003	0.000	SSEO
p_yellow	16	42	1	0.405	0.405	0.384	0.426	1.048	0.011	0.000	SSEO
p_dsr	16	42	1	0.470	0.479	0.411	0.513	3.555	0.030	-0.299	SSEO
p_slope	16	42	1	0.146	0.132	0.107	0.205	5.007	0.032	0.443	SSEO
p_pelagic	16	5	1	0.401	0.395	0.162	0.672	1.113	0.137	0.044	SSEO
p_pelagic	16	5	2	0.379	0.370	0.137	0.656	1.117	0.137	0.066	SSEO
p_pelagic	16	6	1	0.402	0.397	0.149	0.687	1.108	0.142	0.035	SSEO
p_pelagic	16	6	2	0.376	0.368	0.147	0.641	1.100	0.133	0.060	SSEO
p_pelagic	16	7	1	0.402	0.396	0.157	0.676	1.086	0.137	0.044	SSEO
p_pelagic	16	7	2	0.381	0.374	0.134	0.652	1.089	0.135	0.052	SSEO
p_pelagic	16	8	1	0.400	0.397	0.155	0.672	1.106	0.138	0.022	SSEO
p_pelagic	16	8	2	0.383	0.374	0.147	0.657	1.117	0.136	0.066	SSEO
p_pelagic	16	9	1	0.405	0.402	0.155	0.686	1.093	0.139	0.022	SSEO
p_pelagic	16	9	2	0.382	0.373	0.150	0.656	1.097	0.135	0.067	SSEO
p_pelagic	3	1	1	0.548	0.553	0.283	0.783	1.013	0.131	-0.038	PWSI
p_pelagic	3	10	1	0.551	0.555	0.290	0.784	1.011	0.129	-0.031	PWSI
p_pelagic	3	11	2	0.191	0.178	0.066	0.389	1.010	0.085	0.152	PWSI
p_pelagic	3	12	2	0.190	0.178	0.066	0.382	1.012	0.084	0.144	PWSI
p_pelagic	3	13	1	0.549	0.551	0.285	0.789	1.018	0.132	-0.015	PWSI
p_pelagic	3	14	1	0.555	0.559	0.291	0.790	1.013	0.130	-0.031	PWSI
p_pelagic	3	14	2	0.194	0.182	0.067	0.389	1.013	0.084	0.142	PWSI
p_pelagic	3	15	2	0.184	0.170	0.066	0.377	1.017	0.081	0.172	PWSI
p_pelagic	3	16	1	0.551	0.558	0.297	0.787	1.013	0.128	-0.054	PWSI
p_pelagic	3	16	2	0.189	0.175	0.064	0.390	1.016	0.085	0.166	PWSI
p_pelagic	3	17	1	0.548	0.549	0.300	0.783	1.010	0.129	-0.008	PWSI
p_pelagic	3	17	2	0.190	0.177	0.066	0.383	1.016	0.084	0.155	PWSI
p_pelagic	3	2	2	0.192	0.178	0.068	0.398	1.012	0.085	0.165	PWSI
p_pelagic	3	4	1	0.551	0.553	0.291	0.795	1.010	0.132	-0.015	PWSI
p_pelagic	3	5	1	0.548	0.550	0.295	0.789	1.015	0.130	-0.015	PWSI
p_pelagic	3	6	1	0.553	0.561	0.285	0.787	1.015	0.132	-0.061	PWSI
p_pelagic	3	8	2	0.190	0.177	0.067	0.392	1.018	0.083	0.156	PWSI
p_pelagic	3	9	1	0.548	0.553	0.284	0.789	1.010	0.131	-0.038	PWSI
p_pelagic	3	9	2	0.192	0.178	0.065	0.388	1.018	0.084	0.166	PWSI
p_black	8	40	1	0.482	0.416	0.343	0.962	1.031	0.184	0.359	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	year	area
tau_beta0_pH	1	1	4.392	2.257	0.102	21.812	1.112	7.007	0.305		CI
beta1_pH	10	3	5.100	4.460	2.531	11.610	1.126	2.364	0.271		northeast
beta2_pH	10	1	2.168	0.806	0.294	17.663	1.364	4.279	0.318		northeast
beta2_pH	10	3	0.899	0.388	0.116	7.358	1.158	1.770	0.289		northeast
beta0_pH	11	1	0.048	0.109	-0.801	0.578	1.335	0.348	-0.175		CSEO
beta1_pH	11	1	3.281	3.134	2.518	4.718	1.505	0.577	0.255		CSEO
beta2_pH	11	1	0.434	0.389	0.172	0.902	1.255	0.240	0.187		CSEO
beta0_pelagic	11		-0.227	-0.164	-1.164	0.144	1.480	0.293	-0.215		CSEO
beta1_pelagic	11		1.277	1.196	0.747	2.813	1.453	0.425	0.191		CSEO
beta3_pelagic	11		29.942	29.995	26.904	32.618	1.129	1.354	-0.039		CSEO
beta0_pelagic	13		-0.730	-0.757	-1.430	0.070	1.672	0.407	0.066		NSEI
beta1_pelagic	13		2.432	2.580	1.159	3.357	1.894	0.606	-0.244		NSEI
beta2_pelagic	13		0.244	0.178	0.105	0.742	1.390	0.306	0.216		NSEI
beta0_pelagic	15		-0.279	-0.218	-0.908	-0.187	1.414	0.175	-0.348		SSEI
beta1_pelagic	15		0.168	0.061	0.011	0.852	1.299	0.230	0.465		SSEI
beta0_pH	16	5	0.269	0.252	0.079	0.538	1.210	0.119	0.143		SSEO
beta3_pH	16	4	41.618	41.575	40.944	42.582	1.395	0.411	0.105		SSEO
beta4_pH	16	5	20.208	16.911	7.406	54.344	1.290	12.174	0.271		SSEO
beta0_pelagic	16		-0.447	-0.356	-1.335	0.071	1.431	0.375	-0.242		SSEO
beta1_pelagic	16		1.528	1.413	0.733	2.789	1.469	0.553	0.208		SSEO
beta2_pelagic	16		0.814	0.390	0.129	4.458	1.148	1.130	0.375		SSEO
beta0_dsr	16		0.169	0.169	0.136	0.201	1.273	0.017	0.000		SSEO
beta0_slope	16		-2.695	-2.696	-2.777	-2.614	1.299	0.042	0.024		SSEO
mu_beta1_pH	2	3	4.203	3.773	0.898	10.070	1.158	2.191	0.196		NG
mu_beta2_pH	2	1	2.171	0.842	0.036	16.609	1.375	4.104	0.324		NG
beta0_pH	2	1	1.301	1.346	0.607	1.667	1.234	0.259	-0.174		NG
beta1_pH	2	1	1.814	1.720	1.172	3.143	1.276	0.461	0.204		NG
beta2_pH	2	1	1.080	0.845	0.148	3.284	1.138	0.818	0.287		NG
beta0_yellow	2		0.479	0.532	-0.511	0.685	1.399	0.255	-0.208		NG
beta1_yellow	2		1.097	1.037	0.574	2.335	1.256	0.379	0.158		NG
beta2_yellow	2		-5.406	-3.088	-20.179	-0.133	1.514	5.699	-0.407		NG
beta3_yellow	2		29.328	28.797	26.840	36.853	1.264	2.350	0.226		NG
mu_beta1_pH	3	1	3.061	3.008	2.375	3.979	1.165	0.571	0.093		PWSI
beta2_pH	3	1	0.890	0.686	0.149	2.768	1.127	0.690	0.296		PWSI
beta1_pH	4	1	2.271	2.094	1.393	4.361	1.120	0.731	0.242		PWSO
beta3_pH	4	1	33.061	32.725	29.950	38.805	1.115	2.192	0.153		PWSO
beta2_pH	5	1	2.827	1.500	0.312	16.814	1.323	4.221	0.314		BSAI
beta4_yellow	5		0.804	0.898	-7.529	8.364	1.105	6.147	-0.015		BSAI
beta2_pH	6	1	2.006	0.542	0.134	16.176	1.346	4.291	0.341		SOKO2SAP
beta4_pelagic	7		1.250	0.902	-5.931	13.957	1.127	9.252	0.038		WKMA
beta0_pH	8	1	-0.462	-0.444	-1.124	0.051	1.121	0.328	-0.055		afognak
beta2_pH	8	1	1.967	0.424	0.148	17.275	1.400	4.514	0.342		afognak
beta2_pH	9	1	1.991	0.583	0.185	17.583	1.380	4.364	0.323		eastside
beta2_pH	9	3	1.012	0.473	0.220	7.488	1.231	1.760	0.306		eastside
lambda_H	15		0.020	0.014	0.003	0.064	1.211	0.045	0.133		SSEI
lambda_H	16		0.752	0.359	0.043	4.011	1.166	1.460	0.269		SSEO
logbc_H	8	26	0.913	0.961	-0.303	1.726	1.120	0.486	-0.099		afognak
logbc_H	8	27	0.780	0.815	-0.086	1.361	1.177	0.346	-0.101		afognak
logbc_H	8	28	1.150	1.193	0.063	1.858	1.155	0.440	-0.098		afognak
pG	8	2	0.808	0.822	0.547	0.960	1.101	0.104	-0.134		afognak
pG	8	3	0.804	0.821	0.548	0.960	1.121	0.107	-0.158		afognak
pG	8	4	0.804	0.818	0.544	0.960	1.111	0.107	-0.130		afognak
pG	8	5	0.806	0.820	0.537	0.961	1.110	0.107	-0.131		afognak
pG	8	7	0.804	0.817	0.558	0.958	1.111	0.104	-0.125		afognak
pG	8	9	0.806	0.823	0.544	0.961	1.112	0.108	-0.158		afognak
pG	8	11	0.808	0.822	0.569	0.965	1.104	0.105	-0.133		afognak
pG	8	12	0.806	0.820	0.543	0.962	1.105	0.106	-0.132		afognak
pG	8	13	0.807	0.821	0.567	0.954	1.106	0.102	-0.137		afognak
pG	8	14	0.803	0.818	0.535	0.961	1.113	0.107	-0.140		afognak
pG	8	17	0.807	0.823	0.548	0.961	1.101	0.107	-0.149		afognak
pG	8	21	0.808	0.822	0.545	0.962	1.107	0.104	-0.135		afognak
pG	8	22	0.774	0.799	0.407	0.950	1.205	0.127	-0.197		afognak
pG	8	23	0.787	0.806	0.454	0.958	1.208	0.117	-0.163		afognak
pG	8	25	0.784	0.805	0.425	0.953	1.219	0.124	-0.170		afognak
pG	8	26	0.732	0.778	0.224	0.944	1.313	0.176	-0.262		afognak
pG	8	27	0.742	0.773	0.330	0.941	1.372	0.150	-0.207		afognak
pG	8	28	0.729	0.775	0.239	0.944	1.298	0.176	-0.261		afognak
pG	8	30	0.773	0.799	0.395	0.952	1.215	0.131	-0.198		afognak
pG	8	37	0.813	0.823	0.611	0.957	1.104	0.086	-0.116		afognak
b1_pG	8		29.425	31.932	3.355	49.274	1.137	14.064	-0.178		afognak

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	1,032.00	237.00	1,328.00	338.00
Prop. of total	0.81	0.19	0.80	0.20
Prop. median less than 1	0.13	0.20	0.26	0.42
Prop. median less than 10	0.23	0.51	0.44	0.75
Prop. median less than 50	0.36	0.77	0.59	0.81
Median of the median values	217.30	9.23	17.42	1.93
Mean of the median values	958.83	217.09	385.23	88.66
Mean skew of posteriors	0.22	0.29	0.27	0.24

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	84.00	9.00	96.00	43.00
Prop. of total	0.90	0.10	0.69	0.31
Prop. median less than 1	0.04	0.33	0.42	0.72
Prop. median less than 10	0.18	1.00	0.61	0.95
Prop. median less than 50	0.25	1.00	0.69	0.95
Median of the median values	248.47	3.16	2.19	0.14
Mean of the median values	499.09	3.33	87.15	3.48
Mean skew of posteriors	0.24	0.20	0.21	0.16

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
b1_pG	1
beta0_dsr	1
beta0_pelagic	4
beta0_pH	4
beta0_slope	1
beta0_yellow	1
beta1_pelagic	4
beta1_pH	4
beta1_yellow	1
beta2_pelagic	2
beta2_pH	10
beta2_yellow	1
beta3_pelagic	1
beta3_pH	2
beta3_yellow	1
beta4_pelagic	1
beta4_pH	1
Bp_ay	2
Bp_ayu	6
H_ay	9
H_ayu	12
Hb_ay	24
Hb_ayg	2
Hb_ayu	19
Hd_ay	1
Hd_ayg	1
Ho_ay	5
Ho_ayu	12
Hp_ay	27
Hp_ayg	10
Hp_ayu	26
Hs_ay	1
Hs_ayg	1
Htrend_ay	9
Hy_ay	8
Hy_ayu	11
lambda_H	2
logbc_H	3
mu_beta1_pH	2
mu_beta2_pH	1
p_dsr	1
p_pelagic	40
p_slope	1
pG	13
pH	11
R_ay	7
R_ayg	1
R_ayu	10
Rb_ay	6
Rb_ayg	3
Rb_ayu	9
Rd_ay	4
Rd_ayg	3
Rd_ayu	2
re_dsr	1
re_pelagic	11
re_pH	24
re_slope	1
re_yellow	11
Ro_ay	29
Ro_ayg	18
Ro_ayu	46
Rp_ay	7
Rp_ayg	1
Rp_ayu	11
Rs_ay	2
Rs_ayg	6
Rs_ayu	17
Ry_ay	17
Ry_ayg	6
Ry_ayu	26
tau_beta0_pH	1

Parameter estimates:

Summary Table of Parameter Estimates

Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.012	0.069	-0.139	-0.016	0.129
mu_bc_H[2]	0.079	0.054	-0.019	0.077	0.193
mu_bc_H[3]	-0.275	0.069	-0.403	-0.276	-0.136
mu_bc_H[4]	-0.922	0.186	-1.291	-0.918	-0.553
mu_bc_H[5]	1.314	1.151	0.084	1.047	4.341
mu_bc_H[6]	-2.381	0.315	-3.000	-2.387	-1.758
mu_bc_H[7]	-0.454	0.101	-0.662	-0.453	-0.266
mu_bc_H[8]	0.233	0.359	-0.371	0.195	1.059
mu_bc_H[9]	-0.251	0.126	-0.491	-0.252	0.010
mu_bc_H[10]	0.057	0.064	-0.066	0.056	0.190
mu_bc_H[11]	-0.124	0.037	-0.199	-0.124	-0.053
mu_bc_H[12]	-0.253	0.104	-0.478	-0.249	-0.056
mu_bc_H[13]	-0.158	0.074	-0.299	-0.159	-0.011
mu_bc_H[14]	-0.307	0.089	-0.483	-0.305	-0.135
mu_bc_H[15]	-0.338	0.046	-0.427	-0.337	-0.245
mu_bc_H[16]	-0.215	0.370	-0.874	-0.244	0.630
mu_bc_R[1]	1.052	0.118	0.816	1.051	1.286
mu_bc_R[2]	1.020	0.073	0.869	1.023	1.158
mu_bc_R[3]	0.233	0.093	0.049	0.234	0.417
mu_bc_R[4]	0.678	0.195	0.283	0.684	1.036
mu_bc_R[5]	1.674	0.376	0.934	1.682	2.387
mu_bc_R[6]	-1.410	0.338	-2.079	-1.408	-0.762
mu_bc_R[7]	0.517	0.170	0.177	0.518	0.848
mu_bc_R[8]	0.643	0.156	0.333	0.642	0.944
mu_bc_R[9]	0.386	0.167	0.048	0.389	0.698
mu_bc_R[10]	0.901	0.101	0.707	0.900	1.099
mu_bc_R[11]	1.114	0.073	0.971	1.116	1.254
mu_bc_R[12]	0.866	0.161	0.565	0.865	1.191
mu_bc_R[13]	1.052	0.089	0.877	1.052	1.224
mu_bc_R[14]	0.860	0.123	0.613	0.864	1.099
mu_bc_R[15]	0.802	0.094	0.621	0.803	0.989
mu_bc_R[16]	1.348	0.108	1.134	1.350	1.558
tau_pH[1]	2.574	0.193	2.207	2.571	2.964
tau_pH[2]	1.633	0.152	1.346	1.626	1.952
tau_pH[3]	1.355	0.124	1.122	1.349	1.614
tau_pH[4]	1.169	0.152	0.891	1.160	1.486
tau_pH[5]	0.438	0.081	0.300	0.430	0.616
beta0_pH[1,1]	0.518	0.178	0.123	0.531	0.830
beta0_pH[2,1]	1.301	0.259	0.607	1.346	1.667
beta0_pH[3,1]	1.275	0.316	0.444	1.340	1.722
beta0_pH[4,1]	1.433	0.301	0.748	1.467	1.935
beta0_pH[5,1]	-0.721	0.336	-1.454	-0.690	-0.137
beta0_pH[6,1]	-0.396	0.341	-1.282	-0.329	0.109
beta0_pH[7,1]	0.758	0.011	0.736	0.758	0.780
beta0_pH[8,1]	-0.462	0.328	-1.124	-0.444	0.051
beta0_pH[9,1]	-0.266	0.313	-1.010	-0.226	0.229
beta0_pH[10,1]	0.265	0.186	-0.136	0.277	0.599
beta0_pH[11,1]	0.048	0.348	-0.801	0.109	0.578
beta0_pH[12,1]	0.715	0.190	0.312	0.724	1.055
beta0_pH[13,1]	-0.604	0.138	-0.878	-0.602	-0.340
beta0_pH[14,1]	-0.023	0.152	-0.321	-0.018	0.281
beta0_pH[15,1]	0.008	0.171	-0.332	0.019	0.311
beta0_pH[16,1]	-0.596	0.207	-1.062	-0.583	-0.245
beta0_pH[1,2]	2.565	0.083	2.409	2.563	2.729
beta0_pH[2,2]	3.079	0.022	3.038	3.079	3.122
beta0_pH[3,2]	3.625	0.041	3.545	3.626	3.707
beta0_pH[4,2]	2.935	0.019	2.898	2.935	2.973
beta0_pH[5,2]	4.441	1.255	2.740	4.209	7.653
beta0_pH[6,2]	3.326	0.159	3.021	3.322	3.651
beta0_pH[7,2]	2.034	0.051	1.940	2.034	2.135
beta0_pH[8,2]	2.823	0.065	2.699	2.820	2.953
beta0_pH[9,2]	3.947	0.205	3.557	3.941	4.373
beta0_pH[10,2]	3.994	0.128	3.747	3.990	4.252
beta0_pH[11,2]	1.885	0.009	1.867	1.885	1.903
beta0_pH[12,2]	1.787	0.069	1.656	1.786	1.919
beta0_pH[13,2]	2.498	0.026	2.446	2.498	2.549
beta0_pH[14,2]	1.803	0.024	1.757	1.803	1.851
beta0_pH[15,2]	2.545	0.017	2.511	2.545	2.577
beta0_pH[16,2]	2.760	0.025	2.711	2.759	2.808
beta0_pH[1,3]	1.089	0.375	0.239	1.156	1.648
beta0_pH[2,3]	2.127	0.017	2.093	2.127	2.162
beta0_pH[3,3]	2.691	0.024	2.644	2.692	2.738
beta0_pH[4,3]	2.980	0.035	2.914	2.980	3.052
beta0_pH[5,3]	3.120	1.775	0.907	2.726	7.795
beta0_pH[6,3]	1.332	0.365	0.704	1.307	2.172
beta0_pH[7,3]	0.857	0.050	0.760	0.857	0.953
beta0_pH[8,3]	0.281	0.198	-0.118	0.307	0.551
beta0_pH[9,3]	-2.146	0.822	-3.661	-2.203	-0.532
beta0_pH[10,3]	-0.356	0.876	-2.136	-0.268	0.910
beta0_pH[11,3]	1.122	0.456	0.151	1.155	1.963
beta0_pH[12,3]	1.043	0.625	-0.197	1.024	2.260
beta0_pH[13,3]	0.985	0.422	0.079	1.005	1.743
beta0_pH[14,3]	0.558	0.393	-0.317	0.580	1.247
beta0_pH[15,3]	0.687	0.375	-0.078	0.698	1.370
beta0_pH[16,3]	1.197	0.575	0.108	1.183	2.355
beta0_pH[11,4]	0.968	0.386	0.252	0.956	1.752
beta0_pH[12,4]	0.999	0.614	-0.142	0.948	2.268
beta0_pH[13,4]	0.792	0.378	-0.069	0.807	1.518
beta0_pH[14,4]	0.482	0.377	-0.424	0.534	1.114
beta0_pH[15,4]	0.665	0.356	-0.110	0.698	1.308
beta0_pH[16,4]	0.921	0.489	0.007	0.888	1.989
beta0_pH[11,5]	2.968	0.146	2.705	2.961	3.274
beta0_pH[12,5]	-0.674	0.582	-1.817	-0.668	0.459
beta0_pH[13,5]	4.881	0.417	4.097	4.871	5.761
beta0_pH[14,5]	3.874	0.361	3.204	3.854	4.634
beta0_pH[15,5]	2.279	0.122	2.054	2.275	2.529
beta0_pH[16,5]	0.269	0.119	0.079	0.252	0.538
beta1_pH[1,1]	2.722	0.658	1.892	2.579	4.619
beta1_pH[2,1]	1.814	0.461	1.172	1.720	3.143
beta1_pH[3,1]	2.003	0.531	1.241	1.901	3.367
beta1_pH[4,1]	2.271	0.731	1.393	2.094	4.361
beta1_pH[5,1]	2.223	0.432	1.481	2.188	3.146
beta1_pH[6,1]	1.957	0.667	1.076	1.817	3.603
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.239	0.664	1.293	2.104	4.034
beta1_pH[9,1]	1.964	0.520	1.208	1.890	3.239
beta1_pH[10,1]	2.164	0.388	1.522	2.115	3.034
beta1_pH[11,1]	3.281	0.577	2.518	3.134	4.718
beta1_pH[12,1]	2.726	0.274	2.202	2.718	3.288
beta1_pH[13,1]	3.367	0.231	2.915	3.373	3.827
beta1_pH[14,1]	2.908	0.280	2.371	2.897	3.489
beta1_pH[15,1]	2.479	0.255	2.035	2.466	2.993
beta1_pH[16,1]	3.538	0.293	3.024	3.523	4.188
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	1.959	1.083	0.117	1.844	4.673
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	4.131	1.700	1.862	3.781	8.282
beta1_pH[9,3]	4.590	0.998	2.737	4.591	6.616
beta1_pH[10,3]	5.100	2.364	2.531	4.460	11.610
beta1_pH[11,3]	2.183	0.514	1.217	2.157	3.257
beta1_pH[12,3]	2.998	0.628	1.840	2.989	4.355
beta1_pH[13,3]	2.000	0.449	1.170	1.989	2.921
beta1_pH[14,3]	2.226	0.446	1.420	2.215	3.169
beta1_pH[15,3]	2.148	0.438	1.335	2.136	3.027
beta1_pH[16,3]	3.289	0.631	2.045	3.303	4.497
beta1_pH[11,4]	1.832	0.464	0.892	1.852	2.690
beta1_pH[12,4]	2.799	0.602	1.575	2.822	3.950
beta1_pH[13,4]	1.225	0.402	0.412	1.216	2.094
beta1_pH[14,4]	1.888	0.442	1.115	1.838	2.871
beta1_pH[15,4]	1.374	0.415	0.587	1.340	2.210
beta1_pH[16,4]	3.114	0.589	1.863	3.167	4.234
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	0.983	0.710	0.238	0.758	3.128
beta2_pH[2,1]	1.080	0.818	0.148	0.845	3.284
beta2_pH[3,1]	0.890	0.690	0.149	0.686	2.768
beta2_pH[4,1]	0.732	0.639	0.136	0.506	2.715
beta2_pH[5,1]	2.827	4.221	0.312	1.500	16.814
beta2_pH[6,1]	2.006	4.291	0.134	0.542	16.176
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	1.967	4.514	0.148	0.424	17.275
beta2_pH[9,1]	1.991	4.364	0.185	0.583	17.583
beta2_pH[10,1]	2.168	4.279	0.294	0.806	17.663
beta2_pH[11,1]	0.434	0.240	0.172	0.389	0.902
beta2_pH[12,1]	1.680	0.823	0.609	1.476	3.675
beta2_pH[13,1]	1.030	0.397	0.558	0.935	2.042
beta2_pH[14,1]	1.083	0.616	0.434	0.912	3.011
beta2_pH[15,1]	0.902	0.502	0.345	0.775	2.216
beta2_pH[16,1]	1.284	0.489	0.646	1.175	2.636
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	6.831	6.782	0.137	5.350	22.495
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	2.481	2.408	0.347	1.518	9.703
beta2_pH[9,3]	1.012	1.760	0.220	0.473	7.488
beta2_pH[10,3]	0.899	1.770	0.116	0.388	7.358
beta2_pH[11,3]	-5.739	4.627	-18.243	-4.438	-0.486
beta2_pH[12,3]	-6.537	4.559	-18.368	-5.415	-0.979
beta2_pH[13,3]	-6.101	4.560	-18.419	-4.777	-1.071
beta2_pH[14,3]	-6.092	4.442	-18.296	-4.757	-1.274
beta2_pH[15,3]	-6.330	4.534	-18.259	-5.081	-1.065
beta2_pH[16,3]	-6.375	4.363	-18.221	-5.090	-1.568
beta2_pH[11,4]	-7.724	5.047	-19.195	-6.745	-0.948
beta2_pH[12,4]	-7.963	5.031	-19.298	-6.946	-1.198
beta2_pH[13,4]	-7.859	4.997	-19.221	-6.732	-1.223
beta2_pH[14,4]	-7.775	4.905	-19.241	-6.601	-1.421
beta2_pH[15,4]	-7.828	4.961	-19.334	-6.704	-1.319
beta2_pH[16,4]	-8.140	4.858	-19.285	-6.997	-1.797
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	35.118	1.376	32.909	34.967	38.615
beta3_pH[2,1]	32.640	1.158	30.529	32.608	34.988
beta3_pH[3,1]	32.852	1.648	29.332	32.877	35.979
beta3_pH[4,1]	33.061	2.192	29.950	32.725	38.805
beta3_pH[5,1]	27.697	1.080	26.183	27.548	30.816
beta3_pH[6,1]	33.625	2.738	28.251	33.374	40.396
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	36.510	3.026	29.888	36.894	41.308
beta3_pH[9,1]	32.500	2.545	28.163	32.245	38.216
beta3_pH[10,1]	32.543	1.323	30.066	32.439	35.529
beta3_pH[11,1]	30.937	0.951	29.230	30.925	32.786
beta3_pH[12,1]	30.734	0.487	29.703	30.767	31.607
beta3_pH[13,1]	31.424	0.518	30.411	31.418	32.496
beta3_pH[14,1]	32.492	0.731	31.271	32.428	34.102
beta3_pH[15,1]	30.942	0.833	29.417	30.932	32.627
beta3_pH[16,1]	29.965	0.373	29.259	29.954	30.708
beta3_pH[1,2]	34.017	5.243	25.426	34.030	42.547
beta3_pH[2,2]	33.980	5.156	25.430	34.007	42.620
beta3_pH[3,2]	30.210	7.194	18.621	30.054	42.242
beta3_pH[4,2]	30.458	7.199	18.626	30.499	42.327
beta3_pH[5,2]	30.405	7.232	18.688	30.365	42.412
beta3_pH[6,2]	30.580	7.201	18.726	30.579	42.375
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	38.450	3.080	31.156	39.727	42.022
beta3_pH[2,3]	34.113	5.214	25.501	33.990	42.628
beta3_pH[3,3]	30.292	7.239	18.539	30.349	42.306
beta3_pH[4,3]	30.620	7.046	18.678	30.695	42.274
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	41.826	1.234	39.816	41.773	43.753
beta3_pH[9,3]	31.392	1.421	29.169	31.249	34.048
beta3_pH[10,3]	36.121	2.444	32.318	35.759	42.549
beta3_pH[11,3]	40.662	1.185	38.889	40.680	42.709
beta3_pH[12,3]	41.762	1.082	39.082	42.243	42.856
beta3_pH[13,3]	41.364	0.665	40.066	41.364	42.688
beta3_pH[14,3]	40.472	0.636	39.157	40.484	41.676
beta3_pH[15,3]	40.643	0.566	39.469	40.637	41.786
beta3_pH[16,3]	41.983	0.391	41.136	42.002	42.772
beta3_pH[11,4]	40.444	0.910	38.936	40.378	42.435
beta3_pH[12,4]	41.756	0.990	39.554	42.178	42.863
beta3_pH[13,4]	41.575	0.889	39.791	41.643	42.936
beta3_pH[14,4]	40.340	0.699	38.995	40.328	41.748
beta3_pH[15,4]	40.900	0.779	39.103	40.892	42.195
beta3_pH[16,4]	41.618	0.411	40.944	41.575	42.582
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.261	0.021	0.221	0.261	0.305
beta4_pH[2,1]	0.211	0.005	0.201	0.211	0.221
beta4_pH[3,1]	0.172	0.007	0.158	0.173	0.186
beta4_pH[4,1]	0.293	0.012	0.272	0.293	0.316
beta4_pH[5,1]	0.440	0.302	0.097	0.404	0.996
beta4_pH[6,1]	0.785	0.378	0.341	0.741	1.431
beta4_pH[7,1]	0.851	0.340	0.350	0.804	1.693
beta4_pH[8,1]	0.153	0.068	0.043	0.147	0.306
beta4_pH[9,1]	0.216	0.087	0.063	0.210	0.400
beta4_pH[10,1]	0.001	0.001	0.000	0.001	0.003
beta4_pH[11,1]	0.446	0.012	0.424	0.446	0.469
beta4_pH[12,1]	0.606	0.024	0.559	0.606	0.653
beta4_pH[13,1]	0.633	0.013	0.607	0.633	0.659
beta4_pH[14,1]	0.659	0.029	0.603	0.659	0.719
beta4_pH[15,1]	0.795	0.021	0.755	0.794	0.838
beta4_pH[16,1]	1.081	0.044	0.994	1.080	1.170
beta4_pH[1,2]	0.306	0.093	0.137	0.303	0.494
beta4_pH[2,2]	0.514	0.023	0.470	0.514	0.560
beta4_pH[3,2]	0.446	0.012	0.423	0.446	0.469
beta4_pH[4,2]	0.654	0.038	0.580	0.653	0.729
beta4_pH[5,2]	0.741	1.125	0.115	0.531	2.840
beta4_pH[6,2]	0.916	0.910	0.202	0.750	2.517
beta4_pH[7,2]	0.908	0.454	0.339	0.825	2.046
beta4_pH[8,2]	0.849	0.199	0.497	0.835	1.278
beta4_pH[9,2]	1.154	1.167	0.305	0.876	3.788
beta4_pH[10,2]	0.454	0.050	0.358	0.453	0.557
beta4_pH[11,2]	1.269	0.050	1.174	1.266	1.372
beta4_pH[12,2]	0.561	0.110	0.364	0.555	0.795
beta4_pH[13,2]	0.943	0.044	0.860	0.943	1.031
beta4_pH[14,2]	0.929	0.062	0.808	0.928	1.053
beta4_pH[15,2]	1.011	0.026	0.960	1.010	1.061
beta4_pH[16,2]	1.301	0.086	1.136	1.300	1.478
beta4_pH[1,3]	0.276	0.088	0.123	0.270	0.464
beta4_pH[2,3]	0.050	0.017	0.019	0.050	0.086
beta4_pH[3,3]	0.052	0.009	0.034	0.052	0.071
beta4_pH[4,3]	0.173	0.032	0.113	0.172	0.235
beta4_pH[5,3]	0.739	0.747	0.122	0.565	2.428
beta4_pH[6,3]	0.890	0.836	0.195	0.725	2.662
beta4_pH[7,3]	0.904	0.554	0.354	0.825	1.900
beta4_pH[8,3]	0.399	0.188	0.113	0.376	0.824
beta4_pH[9,3]	0.956	1.099	0.168	0.715	2.898
beta4_pH[10,3]	0.060	0.040	0.003	0.054	0.152
beta4_pH[11,3]	0.364	0.016	0.334	0.364	0.396
beta4_pH[12,3]	0.424	0.043	0.339	0.423	0.513
beta4_pH[13,3]	0.841	0.038	0.770	0.840	0.917
beta4_pH[14,3]	0.821	0.066	0.701	0.819	0.952
beta4_pH[15,3]	0.634	0.017	0.601	0.634	0.667
beta4_pH[16,3]	0.597	0.047	0.509	0.597	0.690
beta4_pH[1,4]	0.636	0.383	0.207	0.559	1.555
beta4_pH[2,4]	0.801	0.932	0.104	0.570	2.738
beta4_pH[3,4]	0.864	1.012	0.123	0.587	3.334
beta4_pH[4,4]	0.717	0.481	0.213	0.607	1.825
beta4_pH[5,4]	0.787	1.382	0.106	0.564	2.661
beta4_pH[6,4]	0.940	1.146	0.231	0.740	2.763
beta4_pH[7,4]	0.902	0.453	0.345	0.826	1.912
beta4_pH[8,4]	0.738	0.630	0.148	0.585	2.351
beta4_pH[9,4]	0.775	0.844	0.116	0.561	2.678
beta4_pH[10,4]	2.167	6.428	0.008	0.398	16.340
beta4_pH[11,4]	0.444	0.017	0.411	0.445	0.476
beta4_pH[12,4]	0.552	0.057	0.446	0.550	0.669
beta4_pH[13,4]	0.925	0.036	0.855	0.924	0.998
beta4_pH[14,4]	0.913	0.073	0.776	0.912	1.059
beta4_pH[15,4]	0.713	0.020	0.675	0.712	0.752
beta4_pH[16,4]	0.605	0.050	0.511	0.604	0.705
beta4_pH[1,5]	0.632	0.361	0.214	0.559	1.530
beta4_pH[2,5]	0.837	1.013	0.122	0.592	2.782
beta4_pH[3,5]	0.851	1.232	0.114	0.592	3.113
beta4_pH[4,5]	0.731	0.488	0.207	0.622	1.903
beta4_pH[5,5]	0.752	0.771	0.112	0.556	2.616
beta4_pH[6,5]	0.947	0.966	0.210	0.754	2.797
beta4_pH[7,5]	0.882	0.411	0.331	0.814	1.879
beta4_pH[8,5]	0.754	0.627	0.150	0.603	2.220
beta4_pH[9,5]	0.805	1.086	0.107	0.561	2.828
beta4_pH[10,5]	1.969	5.837	0.007	0.411	13.896
beta4_pH[11,5]	0.604	0.053	0.506	0.603	0.708
beta4_pH[12,5]	0.587	0.176	0.299	0.566	1.014
beta4_pH[13,5]	0.776	0.063	0.663	0.774	0.909
beta4_pH[14,5]	0.843	0.120	0.624	0.836	1.100
beta4_pH[15,5]	1.148	0.071	1.014	1.144	1.289
beta4_pH[16,5]	20.208	12.174	7.406	16.911	54.344
beta0_pelagic[1]	2.266	0.035	2.199	2.266	2.338
beta0_pelagic[2]	1.538	0.007	1.525	1.538	1.551
beta0_pelagic[3]	0.209	0.229	-0.295	0.237	0.646
beta0_pelagic[4]	0.234	0.208	-0.250	0.239	0.649
beta0_pelagic[5]	1.449	0.155	1.166	1.444	1.766
beta0_pelagic[6]	1.354	0.060	1.239	1.354	1.479
beta0_pelagic[7]	1.481	0.038	1.408	1.480	1.558
beta0_pelagic[8]	1.673	0.044	1.589	1.672	1.761
beta0_pelagic[9]	2.819	0.069	2.686	2.818	2.958
beta0_pelagic[10]	2.603	0.031	2.546	2.602	2.667
beta0_pelagic[11]	-0.227	0.293	-1.164	-0.164	0.144
beta0_pelagic[12]	1.800	0.036	1.734	1.798	1.873
beta0_pelagic[13]	-0.730	0.407	-1.430	-0.757	0.070
beta0_pelagic[14]	-0.282	0.159	-0.624	-0.270	-0.013
beta0_pelagic[15]	-0.279	0.175	-0.908	-0.218	-0.187
beta0_pelagic[16]	-0.447	0.375	-1.335	-0.356	0.071
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.762	0.292	0.201	0.737	1.499
beta1_pelagic[4]	0.809	0.229	0.358	0.810	1.316
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.277	0.425	0.747	1.196	2.813
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	2.432	0.606	1.159	2.580	3.357
beta1_pelagic[14]	1.802	0.461	1.155	1.715	3.015
beta1_pelagic[15]	0.168	0.230	0.011	0.061	0.852
beta1_pelagic[16]	1.528	0.553	0.733	1.413	2.789
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.188	5.895	0.157	4.572	20.624
beta2_pelagic[4]	7.746	5.994	0.426	6.550	22.089
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	1.577	1.476	0.132	1.088	5.790
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.244	0.306	0.105	0.178	0.742
beta2_pelagic[14]	0.863	0.859	0.199	0.599	3.471
beta2_pelagic[15]	2.551	1.888	0.107	2.183	7.011
beta2_pelagic[16]	0.814	1.130	0.129	0.390	4.458
beta3_pelagic[1]	29.389	6.709	18.499	29.593	40.277
beta3_pelagic[2]	29.610	6.530	18.542	29.680	40.333
beta3_pelagic[3]	28.247	3.286	23.249	28.528	36.571
beta3_pelagic[4]	26.061	1.359	23.205	26.242	28.448
beta3_pelagic[5]	29.351	6.701	18.588	29.256	40.354
beta3_pelagic[6]	29.426	6.584	18.490	29.321	40.380
beta3_pelagic[7]	29.388	6.663	18.635	29.328	40.391
beta3_pelagic[8]	29.538	6.726	18.629	29.544	40.355
beta3_pelagic[9]	29.536	6.712	18.554	29.270	40.457
beta3_pelagic[10]	29.388	6.599	18.682	29.394	40.399
beta3_pelagic[11]	29.942	1.354	26.904	29.995	32.618
beta3_pelagic[12]	29.493	6.782	18.572	29.718	40.459
beta3_pelagic[13]	32.017	3.283	26.193	31.873	38.802
beta3_pelagic[14]	34.261	1.853	31.390	33.973	38.655
beta3_pelagic[15]	30.903	7.516	18.572	31.901	40.829
beta3_pelagic[16]	31.081	2.583	26.213	31.148	36.356
beta0_yellow[1]	-0.484	0.081	-0.639	-0.484	-0.327
beta0_yellow[2]	0.479	0.255	-0.511	0.532	0.685
beta0_yellow[3]	-0.201	0.143	-0.477	-0.202	0.017
beta0_yellow[4]	0.944	0.203	0.437	1.002	1.194
beta0_yellow[5]	0.280	0.328	-0.425	0.303	0.844
beta0_yellow[6]	0.821	0.108	0.608	0.819	1.035
beta0_yellow[7]	0.991	0.098	0.804	0.992	1.188
beta0_yellow[8]	1.024	0.095	0.839	1.023	1.205
beta0_yellow[9]	0.491	0.108	0.277	0.491	0.697
beta0_yellow[10]	0.549	0.071	0.409	0.549	0.688
beta0_yellow[11]	-0.123	0.087	-0.291	-0.123	0.051
beta0_yellow[12]	-1.085	0.095	-1.271	-1.083	-0.897
beta0_yellow[13]	-1.144	0.094	-1.325	-1.144	-0.959
beta0_yellow[14]	-0.127	0.092	-0.310	-0.128	0.047
beta0_yellow[15]	-1.183	0.095	-1.369	-1.183	-0.995
beta0_yellow[16]	-0.259	0.096	-0.450	-0.259	-0.070
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.097	0.379	0.574	1.037	2.335
beta1_yellow[3]	0.450	0.261	0.018	0.463	0.921
beta1_yellow[4]	1.257	0.497	0.627	1.167	2.587
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[13]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[14]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[15]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-5.406	5.699	-20.179	-3.088	-0.133
beta2_yellow[3]	-7.669	5.777	-21.705	-6.537	-0.366
beta2_yellow[4]	-6.137	5.859	-20.662	-4.480	-0.151
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[13]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[14]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[15]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	29.328	2.350	26.840	28.797	36.853
beta3_yellow[3]	32.281	3.507	23.047	32.472	39.372
beta3_yellow[4]	29.563	3.140	24.973	28.215	35.791
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[12]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[13]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[14]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[15]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[16]	25.000	0.000	25.000	25.000	25.000
beta0_black[1]	0.014	0.077	-0.138	0.017	0.159
beta0_black[2]	1.855	0.032	1.792	1.855	1.919
beta0_black[3]	1.239	0.037	1.165	1.239	1.315
beta0_black[4]	2.425	0.046	2.337	2.424	2.518
beta0_black[5]	5.210	2.413	1.802	4.752	11.353
beta0_black[6]	5.261	2.183	2.583	4.672	10.710
beta0_black[7]	4.160	2.146	1.667	3.586	10.085
beta0_black[8]	0.896	0.220	0.466	0.894	1.339
beta0_black[9]	2.813	0.270	2.297	2.812	3.354
beta0_black[10]	1.288	0.051	1.190	1.288	1.388
beta0_black[11]	2.979	0.052	2.875	2.980	3.078
beta0_black[12]	4.921	0.192	4.551	4.921	5.295
beta0_black[13]	0.468	0.354	0.020	0.378	1.237
beta0_black[14]	2.852	0.108	2.640	2.853	3.060
beta0_black[15]	0.722	0.051	0.620	0.722	0.820
beta0_black[16]	3.772	0.075	3.623	3.772	3.916
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.514	1.736	-6.815	-2.141	-0.328
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	37.159	3.682	25.100	38.081	40.916
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.326	0.091	-0.505	-0.326	-0.142
beta4_black[2]	0.258	0.052	0.152	0.258	0.360
beta4_black[3]	-0.716	0.065	-0.845	-0.715	-0.591
beta4_black[4]	0.628	0.134	0.367	0.627	0.895
beta4_black[5]	0.780	1.602	-1.189	0.474	4.588
beta4_black[6]	0.869	1.628	-0.864	0.539	4.546
beta4_black[7]	0.779	1.470	-1.038	0.498	4.278
beta4_black[8]	0.078	0.288	-0.526	0.088	0.609
beta4_black[9]	1.038	0.847	-0.141	0.866	3.238
beta4_black[10]	0.073	0.066	-0.059	0.072	0.203
beta4_black[11]	-0.610	0.067	-0.737	-0.611	-0.478
beta4_black[12]	1.236	0.291	0.697	1.222	1.830
beta4_black[13]	-1.002	0.076	-1.158	-1.000	-0.857
beta4_black[14]	0.227	0.180	-0.114	0.222	0.586
beta4_black[15]	0.003	0.046	-0.088	0.002	0.096
beta4_black[16]	-0.416	0.118	-0.648	-0.418	-0.173
beta0_dsr[11]	-0.329	0.010	-0.347	-0.329	-0.310
beta0_dsr[12]	1.410	0.044	1.326	1.410	1.495
beta0_dsr[13]	0.155	0.022	0.114	0.155	0.198
beta0_dsr[14]	-0.127	0.017	-0.160	-0.127	-0.093
beta0_dsr[15]	0.205	0.014	0.179	0.206	0.232
beta0_dsr[16]	0.169	0.017	0.136	0.169	0.201
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	0.544	0.035	0.478	0.545	0.612
beta4_dsr[12]	0.802	0.225	0.379	0.792	1.253
beta4_dsr[13]	-0.077	0.040	-0.154	-0.078	0.000
beta4_dsr[14]	-0.207	0.071	-0.348	-0.206	-0.069
beta4_dsr[15]	0.217	0.021	0.175	0.217	0.258
beta4_dsr[16]	-0.060	0.045	-0.150	-0.061	0.028
beta0_slope[11]	-2.208	0.021	-2.251	-2.207	-2.168
beta0_slope[12]	-5.174	0.219	-5.620	-5.164	-4.764
beta0_slope[13]	-1.502	0.034	-1.569	-1.501	-1.437
beta0_slope[14]	-2.711	0.052	-2.818	-2.709	-2.613
beta0_slope[15]	-1.592	0.022	-1.635	-1.593	-1.548
beta0_slope[16]	-2.695	0.042	-2.777	-2.696	-2.614
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.334	0.076	-0.487	-0.331	-0.188
beta4_slope[12]	-4.668	0.815	-6.436	-4.625	-3.202
beta4_slope[13]	0.327	0.054	0.224	0.327	0.435
beta4_slope[14]	-0.159	0.151	-0.460	-0.157	0.143
beta4_slope[15]	-0.360	0.033	-0.423	-0.359	-0.296
beta4_slope[16]	-0.099	0.101	-0.298	-0.100	0.097
beta5_slope[11]	3.064	0.105	2.862	3.062	3.270
beta5_slope[12]	2.011	0.380	1.309	1.999	2.779
beta5_slope[13]	0.880	0.079	0.728	0.878	1.040
beta5_slope[14]	3.764	0.358	3.109	3.753	4.528
beta5_slope[15]	1.307	0.073	1.163	1.306	1.450
beta5_slope[16]	2.724	0.232	2.283	2.718	3.191
tau_comp[1]	3.807	0.300	3.254	3.791	4.420
tau_comp[2]	2.731	0.245	2.280	2.730	3.238
tau_comp[3]	0.866	0.076	0.721	0.864	1.021
tau_comp[4]	1.775	0.277	1.284	1.761	2.365
tau_comp[5]	1.271	0.188	0.936	1.255	1.675
sigma_H[1]	0.208	0.048	0.124	0.205	0.310
sigma_H[2]	0.175	0.028	0.128	0.172	0.237
sigma_H[3]	0.187	0.041	0.115	0.184	0.280
sigma_H[4]	0.463	0.081	0.326	0.454	0.644
sigma_H[5]	0.956	0.202	0.583	0.946	1.377
sigma_H[6]	0.531	0.198	0.132	0.529	0.932
sigma_H[7]	0.312	0.065	0.214	0.304	0.467
sigma_H[8]	0.411	0.103	0.208	0.408	0.618
sigma_H[9]	0.517	0.117	0.335	0.504	0.780
sigma_H[10]	0.211	0.040	0.144	0.208	0.298
sigma_H[11]	0.266	0.044	0.194	0.262	0.367
sigma_H[12]	0.385	0.148	0.198	0.341	0.721
sigma_H[13]	0.217	0.036	0.155	0.215	0.295
sigma_H[14]	0.498	0.089	0.343	0.490	0.695
sigma_H[15]	0.233	0.039	0.168	0.230	0.323
sigma_H[16]	0.218	0.041	0.152	0.213	0.314
lambda_H[1]	2.102	3.137	0.080	1.035	10.996
lambda_H[2]	4.990	4.605	0.477	3.563	16.839
lambda_H[3]	5.362	8.139	0.278	2.730	27.123
lambda_H[4]	0.006	0.004	0.001	0.005	0.018
lambda_H[5]	2.419	5.712	0.024	0.629	18.092
lambda_H[6]	5.370	11.642	0.008	0.209	37.836
lambda_H[7]	0.012	0.009	0.002	0.010	0.034
lambda_H[8]	7.355	9.565	0.032	3.868	35.255
lambda_H[9]	0.015	0.010	0.003	0.013	0.039
lambda_H[10]	0.223	0.275	0.027	0.152	0.798
lambda_H[11]	0.239	0.348	0.011	0.115	1.207
lambda_H[12]	3.592	4.789	0.199	2.066	16.488
lambda_H[13]	3.110	2.944	0.256	2.252	10.703
lambda_H[14]	3.418	4.398	0.241	2.181	13.591
lambda_H[15]	0.020	0.045	0.003	0.014	0.064
lambda_H[16]	0.752	1.460	0.043	0.359	4.011
mu_lambda_H[1]	4.067	1.908	1.065	3.845	8.289
mu_lambda_H[2]	3.625	1.976	0.467	3.423	7.794
mu_lambda_H[3]	3.338	1.837	0.683	3.032	7.445
sigma_lambda_H[1]	8.151	4.363	1.828	7.371	17.971
sigma_lambda_H[2]	8.016	4.740	0.762	7.362	18.125
sigma_lambda_H[3]	6.081	4.024	0.894	5.129	16.223
beta_H[1,1]	6.503	1.303	3.408	6.744	8.408
beta_H[2,1]	9.756	0.612	8.457	9.799	10.869
beta_H[3,1]	7.828	0.810	5.963	7.921	9.150
beta_H[4,1]	10.376	7.628	-5.157	10.275	25.239
beta_H[5,1]	-0.258	2.549	-5.695	-0.108	4.178
beta_H[6,1]	2.942	4.396	-7.488	4.392	8.325
beta_H[7,1]	1.288	5.648	-10.417	1.591	11.467
beta_H[8,1]	1.606	5.140	-2.745	1.240	4.338
beta_H[9,1]	13.471	5.751	2.566	13.419	25.686
beta_H[10,1]	6.860	1.805	3.090	6.917	10.286
beta_H[11,1]	4.919	3.546	-2.895	5.527	9.923
beta_H[12,1]	2.627	1.109	0.626	2.532	5.132
beta_H[13,1]	9.115	0.871	7.192	9.163	10.588
beta_H[14,1]	2.125	1.032	0.019	2.138	4.106
beta_H[15,1]	-6.849	3.499	-13.373	-7.068	0.548
beta_H[16,1]	3.539	2.661	-0.704	3.182	9.853
beta_H[1,2]	7.773	0.271	7.218	7.781	8.292
beta_H[2,2]	9.879	0.169	9.546	9.877	10.197
beta_H[3,2]	8.803	0.203	8.400	8.804	9.207
beta_H[4,2]	3.055	1.488	0.221	3.028	6.059
beta_H[5,2]	1.764	0.987	-0.156	1.753	3.738
beta_H[6,2]	5.956	1.111	3.367	6.133	7.751
beta_H[7,2]	2.387	1.044	0.473	2.356	4.590
beta_H[8,2]	2.924	1.408	0.670	3.146	4.255
beta_H[9,2]	3.200	1.096	1.138	3.208	5.429
beta_H[10,2]	8.022	0.356	7.299	8.033	8.719
beta_H[11,2]	9.808	0.637	8.855	9.703	11.269
beta_H[12,2]	3.942	0.368	3.240	3.925	4.703
beta_H[13,2]	9.158	0.241	8.722	9.153	9.667
beta_H[14,2]	4.024	0.343	3.371	4.017	4.700
beta_H[15,2]	11.523	0.629	10.257	11.534	12.732
beta_H[16,2]	4.481	0.800	2.971	4.475	6.070
beta_H[1,3]	8.439	0.264	7.956	8.431	8.959
beta_H[2,3]	9.853	0.152	9.562	9.851	10.149
beta_H[3,3]	9.470	0.164	9.161	9.470	9.802
beta_H[4,3]	-2.164	0.902	-3.935	-2.172	-0.386
beta_H[5,3]	3.912	0.622	2.617	3.925	5.100
beta_H[6,3]	8.419	1.225	6.718	8.156	10.932
beta_H[7,3]	-2.551	0.636	-3.837	-2.552	-1.349
beta_H[8,3]	5.393	0.647	4.728	5.279	6.905
beta_H[9,3]	-2.701	0.703	-4.106	-2.691	-1.368
beta_H[10,3]	8.559	0.270	8.034	8.556	9.109
beta_H[11,3]	8.507	0.290	7.872	8.530	9.014
beta_H[12,3]	5.273	0.317	4.509	5.309	5.784
beta_H[13,3]	8.853	0.176	8.506	8.857	9.191
beta_H[14,3]	5.788	0.269	5.173	5.809	6.248
beta_H[15,3]	10.295	0.306	9.689	10.291	10.882
beta_H[16,3]	6.201	0.559	5.040	6.231	7.220
beta_H[1,4]	8.086	0.183	7.698	8.100	8.414
beta_H[2,4]	9.843	0.126	9.591	9.851	10.070
beta_H[3,4]	9.964	0.154	9.628	9.977	10.235
beta_H[4,4]	11.809	0.474	10.876	11.807	12.746
beta_H[5,4]	5.615	0.736	4.368	5.543	7.263
beta_H[6,4]	7.137	0.919	5.215	7.347	8.476
beta_H[7,4]	8.539	0.353	7.823	8.548	9.211
beta_H[8,4]	6.748	0.330	6.013	6.767	7.327
beta_H[9,4]	7.422	0.443	6.538	7.414	8.322
beta_H[10,4]	7.529	0.226	7.109	7.524	7.990
beta_H[11,4]	9.503	0.190	9.133	9.506	9.881
beta_H[12,4]	7.247	0.198	6.862	7.245	7.649
beta_H[13,4]	9.060	0.138	8.767	9.064	9.321
beta_H[14,4]	7.841	0.208	7.434	7.834	8.262
beta_H[15,4]	9.468	0.222	9.027	9.472	9.896
beta_H[16,4]	9.382	0.231	8.955	9.374	9.844
beta_H[1,5]	8.889	0.154	8.571	8.894	9.189
beta_H[2,5]	10.674	0.101	10.484	10.672	10.880
beta_H[3,5]	10.766	0.161	10.477	10.762	11.090
beta_H[4,5]	8.344	0.497	7.388	8.345	9.326
beta_H[5,5]	5.192	0.602	3.721	5.267	6.158
beta_H[6,5]	8.970	0.635	7.985	8.867	10.369
beta_H[7,5]	6.585	0.350	5.937	6.571	7.299
beta_H[8,5]	8.274	0.247	7.897	8.247	8.790
beta_H[9,5]	8.206	0.456	7.310	8.203	9.090
beta_H[10,5]	10.035	0.228	9.591	10.042	10.476
beta_H[11,5]	11.588	0.220	11.171	11.590	12.013
beta_H[12,5]	8.614	0.184	8.255	8.616	8.972
beta_H[13,5]	10.137	0.129	9.890	10.132	10.399
beta_H[14,5]	9.243	0.209	8.851	9.235	9.677
beta_H[15,5]	11.319	0.236	10.852	11.317	11.790
beta_H[16,5]	9.876	0.182	9.499	9.880	10.221
beta_H[1,6]	10.120	0.237	9.754	10.086	10.717
beta_H[2,6]	11.473	0.119	11.244	11.472	11.724
beta_H[3,6]	10.612	0.157	10.272	10.623	10.902
beta_H[4,6]	12.916	0.884	11.188	12.919	14.660
beta_H[5,6]	5.698	0.637	4.597	5.658	7.126
beta_H[6,6]	8.742	0.587	7.478	8.782	9.810
beta_H[7,6]	10.538	0.600	9.355	10.531	11.684
beta_H[8,6]	9.510	0.327	8.952	9.543	9.961
beta_H[9,6]	8.284	0.764	6.771	8.299	9.773
beta_H[10,6]	9.150	0.346	8.433	9.166	9.771
beta_H[11,6]	10.694	0.361	9.945	10.719	11.324
beta_H[12,6]	9.367	0.240	8.906	9.358	9.882
beta_H[13,6]	11.098	0.154	10.798	11.090	11.422
beta_H[14,6]	9.914	0.280	9.342	9.921	10.466
beta_H[15,6]	10.555	0.419	9.746	10.547	11.396
beta_H[16,6]	10.609	0.250	10.049	10.626	11.063
beta_H[1,7]	10.177	1.232	7.020	10.464	11.939
beta_H[2,7]	12.096	0.517	10.959	12.123	13.041
beta_H[3,7]	10.270	0.673	8.795	10.336	11.417
beta_H[4,7]	1.404	4.529	-7.616	1.400	10.246
beta_H[5,7]	5.768	2.008	1.592	5.854	9.511
beta_H[6,7]	7.067	3.365	-1.207	8.212	11.045
beta_H[7,7]	7.730	3.082	1.829	7.724	13.918
beta_H[8,7]	10.950	1.319	9.200	10.862	13.173
beta_H[9,7]	4.959	3.935	-2.849	4.928	12.606
beta_H[10,7]	10.022	1.588	7.247	9.905	13.359
beta_H[11,7]	11.357	1.788	8.276	11.166	15.267
beta_H[12,7]	9.788	0.925	7.716	9.839	11.456
beta_H[13,7]	11.687	0.729	9.964	11.770	12.926
beta_H[14,7]	10.626	0.898	8.766	10.673	12.313
beta_H[15,7]	13.951	2.185	9.652	13.967	18.162
beta_H[16,7]	12.777	1.342	10.573	12.582	15.888
beta0_H[1]	8.880	18.088	-25.293	8.721	45.172
beta0_H[2]	10.670	8.190	-6.323	10.695	26.968
beta0_H[3]	9.505	10.034	-11.735	9.679	29.458
beta0_H[4]	1.716	187.871	-385.733	4.265	384.667
beta0_H[5]	4.413	30.144	-49.202	4.199	67.393
beta0_H[6]	7.245	57.324	-112.778	7.746	128.781
beta0_H[7]	1.252	139.510	-281.408	1.715	284.525
beta0_H[8]	7.164	42.440	-24.298	6.385	33.842
beta0_H[9]	5.103	126.274	-249.896	5.930	272.467
beta0_H[10]	8.918	37.730	-62.409	8.582	83.447
beta0_H[11]	11.235	53.367	-101.014	10.509	116.611
beta0_H[12]	6.755	12.165	-18.836	6.665	31.672
beta0_H[13]	9.679	10.749	-11.307	9.776	30.288
beta0_H[14]	6.861	11.938	-17.716	6.787	29.757
beta0_H[15]	8.020	116.567	-231.208	8.421	240.137
beta0_H[16]	7.954	27.874	-49.110	8.524	63.496